rpryzant / deconfounded-lexicon-inductionLinks
Find text features that are most related to an outcome, controlling for confounds.
☆60Updated 11 months ago
Alternatives and similar repositories for deconfounded-lexicon-induction
Users that are interested in deconfounded-lexicon-induction are comparing it to the libraries listed below
Sorting:
- Package for computing causal effects of text (as treatment)☆70Updated 3 years ago
- ☆54Updated 3 years ago
- Learning the Difference that Makes a Difference with Counterfactually-Augmented Data☆170Updated 4 years ago
- Hyperparameter Search for AllenNLP☆139Updated 3 months ago
- Software and data for "Using Text Embeddings for Causal Inference"☆125Updated 4 years ago
- Interpretable Neural Predictions with Differentiable Binary Variables☆84Updated 4 years ago
- Training Temporal Word Embeddings with a Compass☆64Updated 2 years ago
- Replication code for "With Little Power Comes Great Responsibility"☆39Updated 4 years ago
- CausalNLP is a practical toolkit for causal inference with text as treatment, outcome, or "controlled-for" variable.☆147Updated 4 months ago
- Pytorch implementation of "Adapting Text Embeddings for Causal Inference"☆92Updated 3 years ago
- Code for the paper "Analyzing Polarization in Social Media: Method and Application to Tweets on 21 Mass Shootings"☆68Updated 2 years ago
- ☆53Updated 5 years ago
- ☆43Updated 5 years ago
- This repository contains the code for "BERTRAM: Improved Word Embeddings Have Big Impact on Contextualized Representations".☆64Updated 4 years ago
- Tensorflow 2 implementation of Causal-BERT☆71Updated last year
- How Contextual are Contextualized Word Representations?☆41Updated 5 years ago
- ☆27Updated 2 years ago
- Materials for the EMNLP 2020 Tutorial on "Interpreting Predictions of NLP Models"☆199Updated 4 years ago
- ☆76Updated 3 years ago
- Tutorial on computational models of language change☆115Updated 5 years ago
- ☆53Updated last year
- ☆89Updated 3 years ago
- A benchmark for understanding and evaluating rationales: http://www.eraserbenchmark.com/☆96Updated 2 years ago
- The official repository for "Evaluating Entity Disambiguation and the Role of Popularity in Retrieval-Based NLP" published in ACL-IJNLP 2…☆19Updated 3 years ago
- ☆21Updated 2 years ago
- ☆39Updated 4 years ago
- ☆26Updated 2 years ago
- ☆87Updated 3 years ago
- Diagnostic tests for linguistic capacities in language models☆66Updated 3 years ago
- Multi-Annotator Competence Estimation tool☆63Updated 5 years ago